Two-Stage Approaches to Accounting for Patient Heterogeneity in Machine Learning Risk Prediction Models in Oncology.

PURPOSEMachine learning models developed from electronic health records data have been increasingly used to predict risk of mortality for general oncology patients. But these models may have subopt...